Maya found the small, leather-bound book lying open on her roommate Chloe’s desk. Her stomach lurched. It was *her* journal. She froze, fingers twitching, the air suddenly thick and hard to breathe.

Chloe hummed, oblivious, while carefully painting her nails. “Hey, do you mind if I borrow that pen of yours? I can’t find mine.”

Maya mumbled something incoherent, backing away slowly, as if she were afraid to spook Chloe. Her chest was tight, and a cold dread seeped into her bones. She couldn't meet Chloe's gaze, feigning interest in a poster across the room.

Her mind raced. What had Chloe seen? Did she laugh? Did she judge? The questions hammered at her skull, a relentless, painful rhythm.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229